{"id":"W2115682541","doi":"10.1111/j.1523-1739.2007.00770.x","title":"Are We Consuming Too Much—for What?","year":2007,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"","keywords":"Wildlife; Library science; State (computer science); National park; Geography; Political science; Archaeology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005052377,0.00008393473,0.0000956593,0.00002378931,0.0001337535,0.00001867027,0.0001041877,0.00009270785,0.001272395],"category_scores_gemma":[0.0002343895,0.00008052287,0.0000364924,0.00009914028,0.0003429823,0.0002022048,0.00005475458,0.00005719476,0.0001302757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050904,"about_ca_system_score_gemma":0.00001128413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006109787,"about_ca_topic_score_gemma":0.0001527204,"domain_scores_codex":[0.9992288,0.00003842979,0.0002079573,0.0002446607,0.00005203937,0.0002281468],"domain_scores_gemma":[0.9993844,0.0002282504,0.0001301387,0.0001728776,0.00001229598,0.00007203272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002970883,0.00007185367,0.9573231,0.00000980723,0.000004383417,7.644307e-7,0.0003532948,0.000006978972,0.00588377,0.001607007,0.009202033,0.02550729],"study_design_scores_gemma":[0.000222817,0.00002623997,0.5722885,0.000003768581,0.000003622198,0.000002338481,0.003706405,0.00008383841,0.001738118,0.003801364,0.4180175,0.0001055306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741711,0.0001249012,0.006088153,0.01776843,0.0003817403,0.0003327653,0.000004291744,0.00003604662,0.001092594],"genre_scores_gemma":[0.9869409,0.00007135316,0.001899643,0.009342798,0.00003747677,0.0000369516,0.00003150963,0.000007249173,0.001632101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4088155,"threshold_uncertainty_score":0.9996406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796419632718362,"score_gpt":0.3132408241067002,"score_spread":0.2752766277795166,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}